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  • University of Bergen
  • Bergen, Norway

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  1. Group-Equivariant-Convolutional-Neural-Network-INF367A Group-Equivariant-Convolutional-Neural-Network-INF367A Public

    Weather prediction on stereo images using a graph equivariant convolutional neural network.

    Python 1

  2. Graph-Neural-Networks-INF367A Graph-Neural-Networks-INF367A Public

    Traffic prediction with graph neural network using PyTorch Geometric. The implementation uses the MetaLayer class to build the GNN which allows for separate edge, node and global models.

    Python 9 5

  3. Q-Learning-Tutorial Q-Learning-Tutorial Public

    This is an introductory tutorial to tabular Q-learning in Norwegian.

    TeX

  4. ArcFace-and-Triplet-Network-INF368A ArcFace-and-Triplet-Network-INF368A Public

    Using ArcFace and a Triplet Network to create latent representations of plankton images. Comparison of performance on the downstream task of training a simple classifier on embeddings.

    Python

  5. SimCLR-self-supervised-INF368A SimCLR-self-supervised-INF368A Public

    Implementation of SimCLR for self-supervised learning of embeddings of plankton image data.

    Python

  6. core core Public

    Implementation of core and alpha-core persistent homology.

    Jupyter Notebook 2